Concepedia

Metric Optimization

Metric Optimization is a methodological contribution in the field of evaluation science that systematically enhances the design or selection of performance metrics to better align with specific research objectives, thereby improving the validity, reliability, or sensitivity of measurement in empirical assessment.

204

Publications

16.4K

Citations

569

Authors

293

Institutions

Publications per year

2017–2026

66

Parents

Publications

204

A new approach to variable metric algorithms

R. Fletcher · The Computer Journal · 1970 · 4.1K citations · Full text

, , +10

Variable Metric Method for Minimization

William C. Davidon · SIAM Journal on Optimization · 1991 · 882 citations · Full text

, , +8

A comparison of extrinsic clustering evaluation metrics based on formal constraints

Enrique Amigó, Julio Gonzalo, Javier Artiles et al. · Information Retrieval · 2008 · 839 citations · Full text

, , +12

Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization

Oliver Schütze, Xavier Esquivel, Adriana Lara et al. · IEEE Transactions on Evolutionary Computation · 2012 · 509 citations

, , +16

On Sampled Metrics for Item Recommendation

Walid Krichene, Steffen Rendle · 2020 · 464 citations · Full text

, , +12

1–5 of 204

Authors

569

  1. SS
    Shmuel S. Oren

    University of California, Berkeley, United States

    6 publications · 647 citations

    6

    h-index

  2. LL
    Ladislav Lukšan

    Czech Academy of Sciences, Institute of Computer Science, Czechia

    4 publications · 130 citations

    4

    h-index

  3. YS
    Yonggang Shi

    University of Southern California, United States

    4 publications · 96 citations

    4

    h-index

  4. SS
    Suvrit Sra

    Massachusetts Institute of Technology, United States

    3 publications · 86 citations

    3

    h-index

  5. AW
    Arthur W. Toga

    University of California, Los Angeles, United States

    3 publications · 79 citations

    3

    h-index

1–5 of 569

Institutions

293

  1. Google (United States)

    Mountain View, United States

    6 h-index

    16 publications

    2.3K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    12 publications

    947 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    10 publications

    468 citations

  4. Stanford University

    Stanford, United States

    5 h-index

    6 publications

    643 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    11 publications

    521 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    8 publications

    396 citations

  7. Palo Alto Research Center

    Palo Alto, United States

    4 h-index

    4 publications

    597 citations

  8. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    232 citations

1–8 of 293

Venues

  1. Mathematical Programming

    5 publications · 415 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 361 citations

    5

    h-index

  3. 4

    h-index

  4. IEEE Signal Processing Letters

    3 publications · 81 citations

    3

    h-index

  5. 3

    h-index

1–5